🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Natsumi Solange Shokida

Université de Montréal

ORCID: 0009-0008-9198-3888
Decision SciencesSocial SciencesMedicine

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 6%percentile
0.298Author DataRank

Indexed papers

1in pilot corpus
datarank_citation_only_1hop_v6· scope data_onlyMethodology
Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

Top data-sharing exemplar

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Evaluating the Linguistic Coverage of OpenAlex: An Assessment of Metadata Accuracy and Completeness

arXiv (Cornell University)(2024)10.48550/arxiv.2409.10633
Top 55%
0.298DataRank
Top 55%3 citations

Diego Kozlowski, Carolina Pradier, Maxime Sainte-Marie, Natsumi Solange Shokida, Pierre Benz +8 more

Papers

Driven by 11 papers — median percentile 45. Top paper: “Science for whom? The influence of the regional academic circuit on gender inequalities in Latin America”.

Science for whom? The influence of the regional academic circuit on gender inequalities in Latin America

Journal of the Association for Information Science and Technology(2024)10.1002/asi.24972
N/A
0.351DataRank · unranked
8 citations

Diego Kozlowski, Natsumi Solange Shokida, Vincent Larivière, Carolina Pradier

Evaluating the Linguistic Coverage of OpenAlex: An Assessment of Metadata Accuracy and Completeness

arXiv (Cornell University)(2024)10.48550/arxiv.2409.10633
Top 55%
0.298DataRank
Top 55%3 citations

Diego Kozlowski, Carolina Pradier, Maxime Sainte-Marie, Natsumi Solange Shokida, Pierre Benz +8 more

Science for whom? The influence of the regional academic circuit on gender inequalities in Latin America

arXiv (Cornell University)(2024)10.48550/arxiv.2407.18783
N/A
0.238DataRank · unranked
2 citations

Diego Kozlowski, Natsumi Solange Shokida, Vincent Larivière, Carolina Pradier

Keyword Newspeak: Trump’s Orwellian Censorship of DEI in Science

(2025)10.31235/osf.io/wkvs5_v1
N/A
0.104DataRank · unranked
1 citations

Carolina Pradier, Étienne Marteau, Diego Kozlowski, Lucía Céspedes, Vincent Larivière +1 more

Mapping the unseen in practice: comparing latent Dirichlet allocation and BERTopic for navigating topic spaces

Scientometrics(2025)10.1007/s11192-025-05339-6
N/A
0.104DataRank · unranked
1 citations

Carolina Pradier, Diego Kozlowski, Natsumi Solange Shokida, Vincent Larivière, Pierre Benz

Keyword Newspeak: Trump’s Orwellian Censorship of DEI in Science

(2025)10.31235/osf.io/wkvs5_v2
N/A
0.104DataRank · unranked
1 citations

Carolina Pradier, Étienne Marteau, Diego Kozlowski, Lucía Céspedes, Vincent Larivière +1 more

Mapping the Unseen in Practice: Comparing Latent Dirichlet Allocation and BERTopic for Navigating Topic Spaces

(2024)10.31235/osf.io/3nad9
N/A
0.104DataRank · unranked
1 citations

Carolina Pradier, Diego Kozlowski, Natsumi Solange Shokida, Vincent Larivière, Pierre Benz

Delineating Feminist Studies through bibliometric analysis

arXiv (Cornell University)(2024)10.48550/arxiv.2411.18306
N/A
0DataRank · unranked
0 citations

Diego Kozlowski, Vincent Larivière, Natsumi Solange Shokida

Mapping the Unseen in Practice: Comparing Latent Dirichlet Allocation and BERTopic for Navigating Topic Spaces

(2025)10.31235/osf.io/3nad9_v2
N/A
0DataRank · unranked
0 citations

Carolina Pradier, Diego Kozlowski, Natsumi Solange Shokida, Vincent Larivière, Pierre Benz

Construction of a bibliometric dataset on gender studies

SCT Proceedings in Interdisciplinary Insights and Innovations(2024)10.56294/piii2024316
N/A
0DataRank · unranked
0 citations

Diego Kozlowski, Vincent Larivière, Natsumi Solange Shokida

Mapping the Unseen in Practice: Comparing Latent Dirichlet Allocation and BERTopic for Navigating Topic Spaces

SocArXiv (OSF Preprints)(2024)10.31235/osf.io/3nad9_v1
N/A
0DataRank · unranked
0 citations

Carolina Pradier, Diego Kozlowski, Natsumi Solange Shokida, Vincent Larivière, Pierre Benz